most citedFairEquityFL -- A Fair and Equitable Client Selection in Federated Learning for Heterogeneous IoV Networks

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cs.CL2026

When Confidence Fails: Overconfidence in LLMs under Uncertainty and Missing Clinical Information

Maryam Tahermazandarani, Adnan Mahmood, Fahmida Islam +1

Large Language Models (LLMs) have achieved strong performance in medical question answering and clinical reasoning tasks. However, their reliability under uncertainty remains poorl…

cs.CL2025

A Survey of the State-of-the-Art in Conversational Question Answering Systems

Manoj Madushanka Perera, Adnan Mahmood, Kasun Eranda Wijethilake +3

Conversational Question Answering (ConvQA) systems have emerged as a pivotal area within Natural Language Processing (NLP) by driving advancements that enable machines to engage in…